Now · updated Jun 2026

What I am focused on right now

A snapshot of current direction, priorities, and the operating principles I am running on. Updated periodically.

Current focus
  • Building technical depth in machine learning for physical systems
  • Developing research around surrogate modelling and structural dynamics
  • Creating small technical prototypes and tools
  • Writing notes on scientific ML, engineering systems, and research-to-product pathways
  • Exploring where deep technical research can become useful products or ventures
Current priorities
  1. 01Build the research moat
  2. 02Ship small proof-of-work artifacts
  3. 03Talk to serious people in research, engineering, and deeptech
  4. 04Avoid spreading attention across too many projects
  5. 05Convert repeated learning into reusable intellectual assets